79 Application(s) results for #ML - Machine Learning
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SilentShift

Catch wrong business meaning before delivery: native IRIS AI Hub investigation, deterministic policy and recoverable human review.

H
Himanshu Kumar
IPM
AI
ML
ML
0.0 (0)04 Nov, 2026 20

Medical Insurance Audit Evidence Assistant

An IRIS interoperability application for reviewing synthetic medical insurance cases with FHIR, workflow tasks, vector search, and optional AI Hub investigation.

pan John
Python
IPM
AI
ML
ML
0.0 (0)04 Nov, 2026 74 2

InterSystems Ideas Waiting to be Implemented

RPMShare - Database solution for remote patient monitoring (RPM) datasets of high density vitals

Why Currently, patient home monitoring is a megatrend, promising to reduce readmission, and emergency visits and globally add years of health. Owing to US 21st Century act and Reimbursement Schedule from Medicare (up to 54 USD per month per patient) US market is flooded with RPM companies (over 100 for sure) providing primary physicians and hospitals the possibility to collect data from patients' homes, including blood pressure, blood sugar, weight, heart rate, and others. Most companies collect and store the data in free formats, creating an "unholy mess" of data, which has a very limited chance to be ever reused. The hospital only gets insights from single patient results as a dashboard concentrating on cases showing vitals going out of normal range. While research by scientific groups and several advanced companies shows that even data of medium accuracy could predict adverse events like heart failure weeks before happening. A project which is able to provide a federated environment for these new types of data, allowing patients and hospitals truly own data, connecting it to classic EHR, and making data readily available for AI/ML, a project like this is poised to conquer the US maket, with other markets following the trend. Who RPM Companies collecting the data will love the solution which will transfer the data from devices using FHIR, provide full security and compliance, and will include a multitude of routine functions for data analysis, and even data representation. They will stop creating hundreds of repositories of similar software code and concentrate on patient success. Hospitals will be able to have their own structured and standardized silos of data, they will have a chance to change RPM providers, and have a history of patient vitals. They will have EHR data and RPM data connected. Dashboards could be integrated into existing EMRs much easier and finally, they will be precious sources of integrated data for research. Patients will be able to reuse their data, have it analyzed by leading health tech companies, and enrich their vitals with even more data from wearables and other devices. Researchers will be able to analyze the data in the same cloud as it is stored, and by anonymizing datasets, with integrated EMR and RPM data, they could potentially assemble unprecedented volumes of data. AI/ML-ready datasets will boost the predictive power of digital health in only a few years from the first implementations of data collection. How HealthShare is already able to store and receive data in FHIR format, minor additions for hl7 standards are to be implemented and accepted by the community. In a way, RPMshare is a mini-version of HealthShare, if designed using an interoperability framework it could even have universal connection standards for existing devices. A secret sauce could be made from the integration of InterSystems solutions in anonymization and the IntegratedML package with RPMshare. To create immediate value and populate cloud service a consortium or partnership with existing RPM companies could be developed, where they will receive benefits of instrumentation and standardization and InterSystems will populate hundreds of thousands of years of observations (assuming companies already have tens of thousands of clients). In simple words, it is an Uber for RPM data.

D
by Dmitry Alexeev

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fhirsqlAgent

FHIR SQL LLM Agent on InterSystems IRIS for Health

A
Adel Elsayed
Python
AI
ML
ML
4.5 (1)01 Nov, 2026 24

Generative AI Pattern Match WorkBench

Multilingual Generative AI assistant for Pattern Match Operator

A
Alex Woodhead
AI
ML
ML
0.0 (0)08 Oct, 2026 184

IRIS Anvil

Proof-first change control for InterSystems IRIS: deterministic reactor, authenticated execution, verification, and cryptographic receipts.

R
Robert McConnell
Docker
Python
AI
ML
ML
3.5 (1)27 Sep, 2026 65

IRIS Maintenance Copilot

Evidence-grounded industrial maintenance copilot using InterSyst

R
Raphael Paulin
Python
AI
ML
ML
0.0 (0)22 Sep, 2026 35

omniIngest

The Document Ingestion Gateway for InterSystems IRIS

Henry Pereira
Docker
Python
ML
ML
5.0 (1)19 Sep, 2026 41

omniRerank

SQL-callable reranker for IRIS 2026 vector search

Henry Pereira
Docker
Python
IPM
AI
ML
ML
0.0 (0)12 Sep, 2026 83

omniEmbedding

The Universal Embedding Gateway for InterSystems IRIS

Henry Pereira
Docker
Python
IPM
AI
ML
ML
0.0 (0)06 Sep, 2026 67 3

gaia-iml

Gaia DR3 Variable Star Detection — IntegratedML + AI Hub entry (custom GBT IRISModel, PREDICT(), +6 bonus pts)

Thomas Dyar
Docker
Python
IPM
AI
ML
ML
5.0 (2)29 Jul, 2026 166

Water Conditions in Europe

Water Conditions with Prediction, Dashboards and more

E
Evgeniy Potapov
Docker
Python
ML
ML
5.0 (2)15 Jul, 2026 546

Smart Clinical Copilot - Configuration Management System

AI-powered Clinical Decision Support System (CDSS)

K
Kunal Pandey
Docker
Python
AI
ML
ML
5.0 (1)10 Jul, 2026 5.8k

ClaimAuditAi

ClaimAuditAI is a state-of-the-art payment integrity application designed to intercept and audit medical claims in real time (pre-payment) rather than relying on retroactive "pay-and-chase" audits. It runs natively on the InterSystems IRIS for Health platform, combining the robust transactional capabilities of the IRIS FHIR Server.

M
Mainza Kangombe
Docker
Python
AI
ML
ML
0.0 (0)22 Jun, 2026 140

system-health-ai-monitor-Important

Real‑time system health monitor with AI‑powered anomaly

Gesner Deslandes
Python
AI
ML
ML
0.0 (0)19 Jun, 2026 103

ai-customer-service-suite

AI-powered customer support suite for text, email, and voice.

Gesner Deslandes
Python
AI
ML
ML
0.0 (0)19 Jun, 2026 69

MedBridge — Autonomous AI Agent for Laboratory Interoperability

MedBridge — AI agent for lab interoperability with FHIR R4

M
Moises Kerschner
Docker
Python
AI
ML
ML
0.0 (0)14 Jun, 2026 207

Triage Park

Automate clinical pre-checkup processes with FHIR

Docker
Python
AI
ML
ML
5.0 (5)14 Jun, 2026 329

iris-mcp-blueprint

This repository is an example of a blueprint showing how to build an MCP server for InterSystems IRIS that contains several tool regarding SQL, Globals, Class methods, Atelier API, and Interoperability and reusable prompts and resources as well. Treat it as a starting point to create your own MCP tailored for your IRIS application

P
Pietro Di Leo
Docker
Python
AI
ML
ML
0.0 (0)16 May, 2026 136

ms-iris-credit-risk

Microservice for Credit Risk using InterSystems IRIS Platform

Yuri Marx
Docker
ML
ML
5.0 (1)06 Apr, 2026 216

IRIS_and_MLflow-Continuous-Training-Pipeline

MLOps - Continuous Training pipeline using IRIS+MLflow

Jorge Jaramillo Herrera
Docker
Python
AI
ML
ML
0.0 (0)30 Mar, 2026 215

facial-matching

Register and validate people using facial recognition

Yuri Marx
Docker
Python
AI
ML
ML
5.0 (1)28 Feb, 2026 384

Creating-Components-Based-on-Dialogue

This application focuses on simplifying the construction process

C
Chan Cinmen
Docker
Python
ML
ML
0.0 (0)17 Feb, 2026 124

IRIS_dockerization

Set up an entire IRIS for Data Science using Docker

Jorge Jaramillo Herrera
Docker
Python
AI
ML
ML
4.5 (1)09 Jan, 2026 256

iris-vector-search

Quick and easy ways to use iris vector search with Python.

F
Fan Ji
Docker
AI
ML
ML
4.3 (3)06 Jan, 2026 2.2k

integratedml-demo-template

IntegratedML samples to be used as a template

Thomas Dyar
Docker
Python
ML
ML
4.3 (2)27 Dec, 2025 1.5k

VIPIK

Hackathon

Y
Yannick Daniel Gibson
Docker
Python
AI
ML
ML
0.0 (0)03 Dec, 2025 113

sanitary-surveillance

Project Description This project collects product recall and saf

V
Vinícius Sena
Docker
Python
ML
ML
3.5 (1)06 Oct, 2025 184

java-iris-python-heart-diagnosis-system

For competition

J
Joseph Ekpe
Docker
Python
ML
ML
0.0 (0)05 Oct, 2025 104

iris-mll-fordummies

Samples how to use MLL in Intersystems IRIS - for dummies

Kurro Lopez
Docker
ML
ML
5.0 (1)30 Sep, 2025 230

dataset-sample-split

A method to get random samples to estimate ML models

L
Luciano Kalatalo
ML
ML
0.0 (0)27 Jul, 2025 155